Stable Diffusion is a deep learning, texttoimage model released in 2022. It is primarily used to generate detailed images conditioned on text descriptions, though it can also be applied to other tasks such as inpainting, outpainting, and generating imagetoimage translations guided by a text prompt. To quickly experience AI image generation, you can join our Hayo Stable Diffusion room(https://link.hayo.com/room/148582) DreamStudio has now released the Stable Diffusion XL Preview version, you can try it in the official drawing first: DreamStudio official drawing board(https://beta.dreamstudio.ai/generate) Stable Diffusion's code and model weights have been released publicly, and it can run on most consumer hardware equipped with a modest GPU with at least 8 GB VRAM. To deploy Stable Diffusion on your own device, you can get help based on your platform：Windows(https://www.hayo.com/article/640efd09991dfd557959de5d)、Mac(https://www.hayo.com/article/640eedd5f826099b115dec90) The Stable Diffusion model supports the ability to generate new images from scratch through the use of a text prompt describing elements to be included or omitted from the output.Existing images can be redrawn by the model to incorporate new elements described by a text prompt (a process known as "guided image synthesis") through its diffusiondenoising mechanism. In addition, the model also allows the use of prompts to partially alter existing images via inpainting and outpainting when used with an appropriate user interface that supports such features, of which numerous different open source implementations exist. If you want to learn more about Stable Diffusion image generation, you can visit the following links:Texttoimage (https://www.hayo.com/article/640a9680525a725747a8554c)、 Imagetoimage(https://www.hayo.com/article/640aa2ccf81869f0260b5109)

MiniMax is the latest generation of largescale Chinese language model. Its main goal is to help humans write efficiently, stimulate creativity, acquire knowledge, and make decisions. At present, MiniMax has opened the API experience to enterprises. As a large language model, MiniMax has multiple functions. First, it can efficiently help users write. For example, according to given guidelines and demand descriptions, it can generate structured text content in a targeted manner, including weekly reports, personal resumes, leave emails, news releases, thesis outlines, official document writing, and postreading frameworks, etc. Secondly, MiniMax can also be used as a creative aid to provide efficiencyenhancing services for content production. Based on specific topics or scenarios, it can provide services for creative content production, such as social media release copy, cleverly constructed story scripts, product or service brand marketing copy, and even related topic selection for manuscripts, etc. In addition, MiniMax can also solve information for users more accurately and efficiently. It can provide valuable additional information to a question and is good at explaining complex concepts, including but not limited to scientific knowledge, human geography, practical information, philosophical history, etc. Its continuous dialogue feature also provides indepth analysis of user questions to provide better answers. Finally, as a decisionmaking auxiliary brain, MiniMax can analyze and refine a large amount of data to generate valuable insights or solutions for users' decisionmaking. For example, after giving certain background information, it can write a product design plan, market analysis report or event planning for the user. Founded in December 2021, MiniMax is actively participating in the era of rapid development of artificial intelligence technology in China, and is committed to becoming an infrastructure builder and content application creator in the era of general artificial intelligence. As a domestic technology company that has a general largescale model engine capability that integrates text, voice, and vision, and has opened up the entire link of the product, the MiniMax team is committed to using the leading general artificial intelligence engine technology through multiscenario and multidimensional applications. And interaction, with the improvement of the magnitude of user feedback and the application practice of multimodal AI technology integration, it will promote the new paradigm change of general artificial intelligence technology. At the scientific research level of cuttingedge technology, MiniMax has developed a complete set of endtoend AGI engine system by itself with technology and products as the core driving force. Its underlying infrastructure supports ultralargescale crossmodel training tasks with extremely efficient parallel computing capabilities; the largemodel algorithm capabilities of the three modalities of text, voice, and vision have reached worldclass leading levels; the computing platform provides reasoning and optimization capabilities for general models , greatly reducing the product development threshold of artificial intelligence content production (AIGC). Through the cooperation of a complete set of endtoend R&D links, all products and technologies have achieved biweekly iterations, which is the highest iteration efficiency in the world. In general, MiniMax has become an important tool in the era of general artificial intelligence with its powerful large model engine capabilities, the integration of various modalities, and leading artificial intelligence engine technology. Whether it is efficient writing, creative assistance, knowledge encyclopedia, or decisionmaking auxiliary brain, MiniMax has demonstrated strong practicality and potential. Its continuous technology and product research and development, as well as rapid iteration capabilities, also make it full of possibilities in future development. In addition to advanced technology, the ultimate goal of the large model is to export services to the outside world. Last November, the company released its first product: Glow(https://www.hayo.com/entry/1675) . After four months, the app has nearly five million users.